Sreyan Ghosh
- MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
2024/10/24 by S Sakshi, Utkarsh Tyagi, Sakshi, S +15 · 87 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
2024/06/17 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +15 · 43 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
- A Closer Look at the Limitations of Instruction Tuning
2024/02/03 by Sreyan Ghosh, Ghosh, Sreyan, Chandra Kiran Reddy Evuru +13 · 17 citations
Social Sciences · #Education and Technology Integration
- CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
2023/10/12 by Sreyan Ghosh, Ashish Seth, Ghosh, Sreyan +17 · 11 citations
Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Speech Recognition and Synthesis
- AV-RIR: Audio-Visual Room Impulse Response Estimation
2023/11/30 by Anton Ratnarajah, Sreyan Ghosh, Ratnarajah, Anton +7 · 8 citations
Computer Science · Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hearing Loss and Rehabilitation #Indoor and Outdoor Localization Technologies #Sound (cs.SD) #Speech and Audio Processing
- Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
2024/05/24 by Sreyan Ghosh, Chandra Kiran Reddy Evuru, Ghosh, Sreyan +11 · 8 citations
Arts and Humanities · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Hallucinations in medical conditions #Mental Health and Psychiatry
- RECAP: Retrieval-Augmented Audio Captioning
2023/09/18 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +7 · 6 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
2022/03/31 by Sreyan Ghosh, Ghosh, Sreyan, Tyagi, Utkarsh +4 · 3 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- AdVerb: Visually Guided Audio Dereverberation
2023/08/23 by Sanjoy Chowdhury, Chowdhury, Sanjoy, Sreyan Ghosh +9 · 3 citations
Computer Science · Neuroscience · #Speech and Audio Processing #Hearing Loss and Rehabilitation #Image and Signal Denoising Methods
- EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
2024/10/17 by Ashish Seth, Seth, Ashish, R. K. Selvakumar +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
2023/08/19 by Sreyan Ghosh, Ghosh, Sreyan, Chandra Kiran Reddy Evuru +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP
2024/03/30 by Chandra Kiran Reddy Evuru, Evuru, Chandra Kiran Reddy, Sreyan Ghosh +9 · 2 citations
Computer Science · #Natural Language Processing Techniques
- ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
2024/06/06 by Sreyan Ghosh, Utkarsh Tyagi, Ghosh, Sreyan +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
2024/09/13 by Sreyan Ghosh, Sonal Kumar, Ghosh, Sreyan +9 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- MAST: Multiscale Audio Spectrogram Transformers
2022/11/02 by Sreyan Ghosh, Ashish Seth, Ghosh, Sreyan +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Do Vision-Language Models Understand Compound Nouns?
2024/03/30 by Sonal Kumar, Kumar, Sonal, Sreyan Ghosh +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
- Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos
2026/07/17 by Sreyan Ghosh, Arushi Goel, Kaousheik Jayakumar +19
#eess.AS #cs.CV